It works on Google Colab (you can try on https://colab.research.google.com/):
import torchvision
import torchvision.transforms as transforms
trainset = torchvision.datasets.EMNIST(root="emnist",
split="mnist",#letters #digits
train=True,
download=True,
transform=transforms.ToTensor())
Produces:
Downloading https://biometrics.nist.gov/cs_links/EMNIST/gzip.zip to emnist/EMNIST/raw/gzip.zip
100%|██████████| 562M/562M [00:10<00:00, 52.9MB/s]
Extracting emnist/EMNIST/raw/gzip.zip to emnist/EMNIST/raw